EP2472933A4 - Spectrum prediction method, apparatus and system - Google Patents

Spectrum prediction method, apparatus and system

Info

Publication number
EP2472933A4
EP2472933A4 EP10811278A EP10811278A EP2472933A4 EP 2472933 A4 EP2472933 A4 EP 2472933A4 EP 10811278 A EP10811278 A EP 10811278A EP 10811278 A EP10811278 A EP 10811278A EP 2472933 A4 EP2472933 A4 EP 2472933A4
Authority
EP
European Patent Office
Prior art keywords
prediction method
spectrum prediction
spectrum
prediction
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Granted
Application number
EP10811278A
Other languages
German (de)
French (fr)
Other versions
EP2472933A1 (en
EP2472933B1 (en
Inventor
Gong Zhang
Jiao Wang
Yanping Xiang
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Huawei Technologies Co Ltd
Original Assignee
Huawei Technologies Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Huawei Technologies Co Ltd filed Critical Huawei Technologies Co Ltd
Publication of EP2472933A1 publication Critical patent/EP2472933A1/en
Publication of EP2472933A4 publication Critical patent/EP2472933A4/en
Application granted granted Critical
Publication of EP2472933B1 publication Critical patent/EP2472933B1/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W16/00Network planning, e.g. coverage or traffic planning tools; Network deployment, e.g. resource partitioning or cells structures
    • H04W16/14Spectrum sharing arrangements between different networks
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W48/00Access restriction; Network selection; Access point selection
    • H04W48/16Discovering, processing access restriction or access information
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W72/00Local resource management
    • H04W72/12Wireless traffic scheduling
    • H04W72/1215Wireless traffic scheduling for collaboration of different radio technologies

Landscapes

  • Engineering & Computer Science (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Computer Security & Cryptography (AREA)
  • Mobile Radio Communication Systems (AREA)
EP10811278.0A 2009-08-28 2010-08-26 Spectrum prediction method, apparatus and system Active EP2472933B1 (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
CN200910171727.5A CN102006124B (en) 2009-08-28 2009-08-28 Spectrum forecasting method, device and system
PCT/CN2010/076380 WO2011023118A1 (en) 2009-08-28 2010-08-26 Spectrum prediction method, apparatus and system

Publications (3)

Publication Number Publication Date
EP2472933A1 EP2472933A1 (en) 2012-07-04
EP2472933A4 true EP2472933A4 (en) 2012-07-04
EP2472933B1 EP2472933B1 (en) 2014-10-01

Family

ID=43627273

Family Applications (1)

Application Number Title Priority Date Filing Date
EP10811278.0A Active EP2472933B1 (en) 2009-08-28 2010-08-26 Spectrum prediction method, apparatus and system

Country Status (5)

Country Link
US (1) US8687516B2 (en)
EP (1) EP2472933B1 (en)
CN (1) CN102006124B (en)
BR (1) BR112012004383B1 (en)
WO (1) WO2011023118A1 (en)

Families Citing this family (20)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102006124B (en) 2009-08-28 2014-05-07 华为技术有限公司 Spectrum forecasting method, device and system
WO2012102558A2 (en) * 2011-01-26 2012-08-02 엘지전자 주식회사 Channel state information transmitting method and user equipment, channel state information receiving method and base station
CN102833760B (en) * 2011-06-15 2015-08-12 电信科学技术研究院 Disturbance restraining method between different system in frequency spectrum share situation and equipment
CN102857938A (en) * 2011-06-30 2013-01-02 冯奇 Learning and predication of frequency spectrum environment in cognitive radio
CN102595570B (en) * 2012-01-11 2014-09-24 北京邮电大学 Hidden Markov model based spectrum accessing method for cognitive radio system
CN102625319B (en) * 2012-04-06 2015-04-22 电信科学技术研究院 Method and device for realizing wireless cognitive sensor network
PT2849522E (en) * 2013-09-16 2016-03-15 Kapsch Trafficcom Ag Method for transmitting messages in ad hoc networks
US9819459B2 (en) 2014-12-22 2017-11-14 Microsoft Technology Licensing, Llc Channel sensing enhancement
CN113115269A (en) 2016-08-11 2021-07-13 华为技术有限公司 Resource energy determination method and device
CN106788823B (en) * 2017-03-16 2018-11-09 石春 A kind of radio channel status information measurement method
CN107396370A (en) * 2017-06-30 2017-11-24 杭州清本科技有限公司 Frequency spectrum device for planning
CN107343281A (en) * 2017-06-30 2017-11-10 杭州清本科技有限公司 Frequency spectrum planing method and computer-readable storage medium
JP7166584B2 (en) 2017-12-04 2022-11-08 株式会社国際電気通信基礎技術研究所 Channel state prediction device, wireless communication device, channel state prediction method, and program
CN112751792B (en) * 2019-10-31 2022-06-10 华为技术有限公司 Channel estimation method and device
CN112688746B (en) * 2020-12-14 2021-11-30 中山大学 Spectrum prediction method based on space-time data
CN112860768B (en) * 2021-02-17 2022-02-25 中国电子科技集团公司第二十二研究所 Electromagnetic spectrum available frequency recommendation method
CN113179144A (en) * 2021-04-16 2021-07-27 中国科学院微电子研究所 Spectrum prediction method and device
CN113347638B (en) * 2021-05-14 2024-04-30 东北大学 Cognitive industrial Internet of things dynamic cooperation spectrum prediction and perception method
CN114050856B (en) * 2021-09-27 2024-02-20 南京邮电大学 Satellite spectrum occupation state fitting and predicting method
CN113852970B (en) * 2021-09-30 2022-07-26 中山大学 Multi-dimensional spectrum prediction method, system, device and medium based on graph neural network

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2002019743A2 (en) * 2000-08-31 2002-03-07 Intel Corporation Mitigating interference between wireless systems
US20030108008A1 (en) * 2001-12-10 2003-06-12 Prathima Agrawal Frequency hop collision prediction in a multi-channel, bluetooth-enabled packet transmission system
EP1424865A1 (en) * 2002-11-29 2004-06-02 Siemens Mobile Communications S.p.A. Method of and device for resource allocation in digital cellular communication systems
WO2009025445A1 (en) * 2007-08-23 2009-02-26 Electronics And Telecommunications Research Institute Apparatus and method for predicting channel status based on cognitive radio
WO2009030035A1 (en) * 2007-09-07 2009-03-12 Wi-Lan Inc. Quantized channel state information prediction in multiple antenna systems

Family Cites Families (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR100723459B1 (en) * 2005-07-29 2007-05-31 한국과학기술원 Apparatus and method for downlink channel prediction scheme using feedback signal in wireless mobile communication systems
US8155597B2 (en) * 2006-01-10 2012-04-10 Marvell World Trade Ltd. Transmission scheduling for receiver feedback
CN1889752A (en) * 2006-06-26 2007-01-03 西安交通大学 Authorized user detection frequency distributing method in cognitive radio system
US20080069079A1 (en) * 2006-09-19 2008-03-20 Star-H Corporation System and method for spectrum sharing
CN101262701A (en) * 2008-04-22 2008-09-10 华东师范大学 A dynamic channel allocation method based on generic algorithm
CN101277278B (en) * 2008-05-21 2010-12-15 清华大学 Wireless channel prediction technique aiming at railcar traffic
CN101442807B (en) * 2008-12-30 2012-09-05 北京邮电大学 Method and system for distribution of communication system resource
CN102006124B (en) 2009-08-28 2014-05-07 华为技术有限公司 Spectrum forecasting method, device and system

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2002019743A2 (en) * 2000-08-31 2002-03-07 Intel Corporation Mitigating interference between wireless systems
US20030108008A1 (en) * 2001-12-10 2003-06-12 Prathima Agrawal Frequency hop collision prediction in a multi-channel, bluetooth-enabled packet transmission system
EP1424865A1 (en) * 2002-11-29 2004-06-02 Siemens Mobile Communications S.p.A. Method of and device for resource allocation in digital cellular communication systems
WO2009025445A1 (en) * 2007-08-23 2009-02-26 Electronics And Telecommunications Research Institute Apparatus and method for predicting channel status based on cognitive radio
WO2009030035A1 (en) * 2007-09-07 2009-03-12 Wi-Lan Inc. Quantized channel state information prediction in multiple antenna systems

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
See also references of WO2011023118A1 *

Also Published As

Publication number Publication date
CN102006124B (en) 2014-05-07
US20120155318A1 (en) 2012-06-21
BR112012004383A2 (en) 2016-03-22
WO2011023118A1 (en) 2011-03-03
EP2472933A1 (en) 2012-07-04
EP2472933B1 (en) 2014-10-01
CN102006124A (en) 2011-04-06
US8687516B2 (en) 2014-04-01
BR112012004383B1 (en) 2019-10-29

Similar Documents

Publication Publication Date Title
EP2472933A4 (en) Spectrum prediction method, apparatus and system
IL242091A0 (en) Apparatus, system and method
EP2400706A4 (en) Sequence-generating method, and apparatus for same
EP2461622A4 (en) Self-backhaul method, apparatus and system
EP2558935A4 (en) Runspace method, system and apparatus
EP2430575A4 (en) Search method, apparatus and system
EP2427852A4 (en) Personal safety system, method, and apparatus
IL219767A0 (en) Apparatus, system and method for self orientation
IL216531A0 (en) Gyroglider power-generation, control apparatus and method
EP2587866A4 (en) Communication apparatus, communication method and communication system
EP2323580A4 (en) Method, system, and apparatus for dermalogical treatment
EP2652623A4 (en) Apparatus, system, and method for auto-commit memory
HK1164021A1 (en) Method and apparatus for communication
GB2469902B (en) Device, system and method
EP2514234A4 (en) Method and apparatus for utilizing communication history
EP2474092A4 (en) Variable coil configuration system, apparatus and method
EP2433402A4 (en) Communications apparatus, system and method
HK1162805A1 (en) Communication apparatus, communication method and communication system
EP2552049A4 (en) Authentication method, apparatus and system
ZA201106125B (en) Electrolysis method,device and system
HK1144349A1 (en) Photographing apparatus, photographing method
EP2616933A4 (en) Install method, apparatus
AP2012006273A0 (en) An apparatus and method for size reduction.
EP2457212A4 (en) Apparatus, method and system for modifying pages
EP2418590A4 (en) Communication apparatus, communication method and communication system

Legal Events

Date Code Title Description
PUAI Public reference made under article 153(3) epc to a published international application that has entered the european phase

Free format text: ORIGINAL CODE: 0009012

17P Request for examination filed

Effective date: 20120327

A4 Supplementary search report drawn up and despatched

Effective date: 20120508

AK Designated contracting states

Kind code of ref document: A1

Designated state(s): AL AT BE BG CH CY CZ DE DK EE ES FI FR GB GR HR HU IE IS IT LI LT LU LV MC MK MT NL NO PL PT RO SE SI SK SM TR

DAX Request for extension of the european patent (deleted)
RIC1 Information provided on ipc code assigned before grant

Ipc: H04W 16/14 20090101AFI20140225BHEP

Ipc: H04W 72/12 20090101ALN20140225BHEP

GRAP Despatch of communication of intention to grant a patent

Free format text: ORIGINAL CODE: EPIDOSNIGR1

INTG Intention to grant announced

Effective date: 20140423

GRAS Grant fee paid

Free format text: ORIGINAL CODE: EPIDOSNIGR3

GRAA (expected) grant

Free format text: ORIGINAL CODE: 0009210

AK Designated contracting states

Kind code of ref document: B1

Designated state(s): AL AT BE BG CH CY CZ DE DK EE ES FI FR GB GR HR HU IE IS IT LI LT LU LV MC MK MT NL NO PL PT RO SE SI SK SM TR

REG Reference to a national code

Ref country code: GB

Ref legal event code: FG4D

REG Reference to a national code

Ref country code: AT

Ref legal event code: REF

Ref document number: 690028

Country of ref document: AT

Kind code of ref document: T

Effective date: 20141015

Ref country code: CH

Ref legal event code: EP

REG Reference to a national code

Ref country code: IE

Ref legal event code: FG4D

REG Reference to a national code

Ref country code: DE

Ref legal event code: R096

Ref document number: 602010019302

Country of ref document: DE

Effective date: 20141113

REG Reference to a national code

Ref country code: SE

Ref legal event code: TRGR

REG Reference to a national code

Ref country code: NL

Ref legal event code: VDEP

Effective date: 20141001

REG Reference to a national code

Ref country code: AT

Ref legal event code: MK05

Ref document number: 690028

Country of ref document: AT

Kind code of ref document: T

Effective date: 20141001

REG Reference to a national code

Ref country code: LT

Ref legal event code: MG4D

PG25 Lapsed in a contracting state [announced via postgrant information from national office to epo]

Ref country code: NL

Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT

Effective date: 20141001

PG25 Lapsed in a contracting state [announced via postgrant information from national office to epo]

Ref country code: LT

Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT

Effective date: 20141001

Ref country code: NO

Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT

Effective date: 20150101

Ref country code: CZ

Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT

Effective date: 20141001

Ref country code: ES

Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT

Effective date: 20141001

Ref country code: PT

Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT

Effective date: 20150202

Ref country code: IS

Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT

Effective date: 20150201

Ref country code: FI

Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT

Effective date: 20141001

PG25 Lapsed in a contracting state [announced via postgrant information from national office to epo]

Ref country code: PL

Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT

Effective date: 20141001

Ref country code: AT

Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT

Effective date: 20141001

Ref country code: LV

Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT

Effective date: 20141001

Ref country code: CY

Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT

Effective date: 20141001

Ref country code: HR

Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT

Effective date: 20141001

Ref country code: GR

Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT

Effective date: 20150102

REG Reference to a national code

Ref country code: DE

Ref legal event code: R097

Ref document number: 602010019302

Country of ref document: DE

PG25 Lapsed in a contracting state [announced via postgrant information from national office to epo]

Ref country code: EE

Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT

Effective date: 20141001

Ref country code: SK

Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT

Effective date: 20141001

Ref country code: DK

Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT

Effective date: 20141001

Ref country code: RO

Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT

Effective date: 20141001

PLBE No opposition filed within time limit

Free format text: ORIGINAL CODE: 0009261

STAA Information on the status of an ep patent application or granted ep patent

Free format text: STATUS: NO OPPOSITION FILED WITHIN TIME LIMIT

PG25 Lapsed in a contracting state [announced via postgrant information from national office to epo]

Ref country code: IT

Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT

Effective date: 20141001

26N No opposition filed

Effective date: 20150702

PG25 Lapsed in a contracting state [announced via postgrant information from national office to epo]

Ref country code: SI

Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT

Effective date: 20141001

PG25 Lapsed in a contracting state [announced via postgrant information from national office to epo]

Ref country code: LU

Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT

Effective date: 20150826

Ref country code: MC

Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT

Effective date: 20141001

REG Reference to a national code

Ref country code: CH

Ref legal event code: PL

PG25 Lapsed in a contracting state [announced via postgrant information from national office to epo]

Ref country code: LI

Free format text: LAPSE BECAUSE OF NON-PAYMENT OF DUE FEES

Effective date: 20150831

Ref country code: CH

Free format text: LAPSE BECAUSE OF NON-PAYMENT OF DUE FEES

Effective date: 20150831

REG Reference to a national code

Ref country code: IE

Ref legal event code: MM4A

REG Reference to a national code

Ref country code: FR

Ref legal event code: PLFP

Year of fee payment: 7

PG25 Lapsed in a contracting state [announced via postgrant information from national office to epo]

Ref country code: IE

Free format text: LAPSE BECAUSE OF NON-PAYMENT OF DUE FEES

Effective date: 20150826

PG25 Lapsed in a contracting state [announced via postgrant information from national office to epo]

Ref country code: MT

Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT

Effective date: 20141001

PG25 Lapsed in a contracting state [announced via postgrant information from national office to epo]

Ref country code: HU

Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT; INVALID AB INITIO

Effective date: 20100826

Ref country code: SM

Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT

Effective date: 20141001

Ref country code: BG

Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT

Effective date: 20141001

REG Reference to a national code

Ref country code: FR

Ref legal event code: PLFP

Year of fee payment: 8

PG25 Lapsed in a contracting state [announced via postgrant information from national office to epo]

Ref country code: TR

Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT

Effective date: 20141001

PG25 Lapsed in a contracting state [announced via postgrant information from national office to epo]

Ref country code: BE

Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT

Effective date: 20141001

PG25 Lapsed in a contracting state [announced via postgrant information from national office to epo]

Ref country code: MK

Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT

Effective date: 20141001

REG Reference to a national code

Ref country code: FR

Ref legal event code: PLFP

Year of fee payment: 9

PG25 Lapsed in a contracting state [announced via postgrant information from national office to epo]

Ref country code: AL

Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT

Effective date: 20141001

PGFP Annual fee paid to national office [announced via postgrant information from national office to epo]

Ref country code: GB

Payment date: 20230706

Year of fee payment: 14

PGFP Annual fee paid to national office [announced via postgrant information from national office to epo]

Ref country code: SE

Payment date: 20230630

Year of fee payment: 14

Ref country code: FR

Payment date: 20230703

Year of fee payment: 14

Ref country code: DE

Payment date: 20230703

Year of fee payment: 14